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Abhinav Kumar
Abhinav Kumar
Ph.D. Candidate, MIT
在 mit.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Causal Inference Using LLM-Guided Discovery
A Vashishtha, AG Reddy, A Kumar, S Bachu, VN Balasubramanian, ...
arXiv preprint arXiv:2310.15117, 2023
312023
Probing classifiers are unreliable for concept removal and detection
A Kumar, C Tan, A Sharma
Advances in Neural Information Processing Systems 35, 17994-18008, 2022
222022
Causal Effect Regularization: Automated Detection and Removal of Spurious Attributes
A Kumar, A Deshpande, A Sharma
Advances in Neural Information Processing Systems, 2024, 2023
10*2023
Disentangling mixtures of unknown causal interventions
A Kumar, G Sinha
Uncertainty in Artificial Intelligence, 2093-2102, 2021
62021
Teaching transformers causal reasoning through axiomatic training
A Vashishtha, A Kumar, A Pandey, AG Reddy, VN Balasubramanian, ...
Causality and Large Models@ NeurIPS 2024, 2024
22024
A deep neural network method for analyzing the CMS High Granularity Calorimeter (HGCAL) events
G Grasseau, A Kumar, A Sartirana, A Lobanov, F Beaudette
EPJ Web of Conferences 245, 02003, 2020
22020
Learning Mixtures of Unknown Causal Interventions
A Kumar, K Shiragur, C Uhler
arXiv preprint arXiv:2411.00213, 2024
2024
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